TORONTO—Authorities identified Faisal Hussain, 29, of Toronto as the gunman who opened fire on a busy Toronto street late Sunday night in a shooting spree that killed an 18-year-old woman and a 10-year old girl.

Thirteen others were injured in the rampage on a bustling commercial strip in Toronto’s east side.